Dataset statistics
| Number of variables | 21 |
|---|---|
| Number of observations | 8631418 |
| Missing cells | 20084 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.4 GiB |
| Average record size in memory | 168.0 B |
Variable types
| Numeric | 14 |
|---|---|
| Categorical | 7 |
municipio has a high cardinality: 2327 distinct values | High cardinality |
causa_nombre has a high cardinality: 308 distinct values | High cardinality |
df_index is highly correlated with region | High correlation |
region is highly correlated with df_index | High correlation |
factor is highly correlated with pop and 2 other fields | High correlation |
pop is highly correlated with factor and 4 other fields | High correlation |
pop_male is highly correlated with factor and 4 other fields | High correlation |
pop_female is highly correlated with factor and 4 other fields | High correlation |
afromexican is highly correlated with pop and 3 other fields | High correlation |
metro_area is highly correlated with pop and 3 other fields | High correlation |
long is highly correlated with lat | High correlation |
lat is highly correlated with long | High correlation |
df_index is highly correlated with region | High correlation |
region is highly correlated with df_index | High correlation |
pop is highly correlated with pop_male and 3 other fields | High correlation |
pop_male is highly correlated with pop and 3 other fields | High correlation |
pop_female is highly correlated with pop and 3 other fields | High correlation |
afromexican is highly correlated with pop and 2 other fields | High correlation |
metro_area is highly correlated with pop and 2 other fields | High correlation |
long is highly correlated with lat | High correlation |
lat is highly correlated with long | High correlation |
df_index is highly correlated with region | High correlation |
region is highly correlated with df_index | High correlation |
factor is highly correlated with pop and 2 other fields | High correlation |
pop is highly correlated with factor and 3 other fields | High correlation |
pop_male is highly correlated with factor and 3 other fields | High correlation |
pop_female is highly correlated with factor and 3 other fields | High correlation |
afromexican is highly correlated with pop and 2 other fields | High correlation |
metro_area is highly correlated with state_name | High correlation |
state_name is highly correlated with metro_area | High correlation |
df_index is highly correlated with region and 4 other fields | High correlation |
region is highly correlated with df_index and 3 other fields | High correlation |
edad is highly correlated with escolaridad and 2 other fields | High correlation |
escolaridad is highly correlated with edad and 1 other fields | High correlation |
edo_civil is highly correlated with edad and 1 other fields | High correlation |
state_name is highly correlated with df_index and 8 other fields | High correlation |
pop is highly correlated with state_name and 6 other fields | High correlation |
pop_male is highly correlated with state_name and 6 other fields | High correlation |
pop_female is highly correlated with state_name and 5 other fields | High correlation |
afromexican is highly correlated with state_name and 5 other fields | High correlation |
indigenous_language is highly correlated with afromexican | High correlation |
metro_area is highly correlated with state_name and 4 other fields | High correlation |
long is highly correlated with df_index and 6 other fields | High correlation |
lat is highly correlated with df_index and 5 other fields | High correlation |
esco_avail is highly correlated with escolaridad | High correlation |
death is highly correlated with df_index and 2 other fields | High correlation |
factor is highly skewed (γ1 = 59.11565334) | Skewed |
df_index has unique values | Unique |
escolaridad has 98201 (1.1%) zeros | Zeros |
edo_civil has 140746 (1.6%) zeros | Zeros |
Reproduction
| Analysis started | 2021-12-23 20:39:13.848948 |
|---|---|
| Analysis finished | 2021-12-23 20:59:24.195636 |
| Duration | 20 minutes and 10.35 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
df_index
Real number (ℝ≥0)
HIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONHIGH CORRELATIONUNIQUE| Distinct | 8631418 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4316465.193 |
| Minimum | 0 |
|---|---|
| Maximum | 8643310 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 431585.85 |
| Q1 | 2157953.25 |
| median | 4315940.5 |
| Q3 | 6473880.75 |
| 95-th percentile | 8206121.15 |
| Maximum | 8643310 |
| Range | 8643310 |
| Interquartile range (IQR) | 4315927.5 |
Descriptive statistics
| Standard deviation | 2492683.207 |
|---|---|
| Coefficient of variation (CV) | 0.5774825224 |
| Kurtosis | -1.19875468 |
| Mean | 4316465.193 |
| Median Absolute Deviation (MAD) | 2157964 |
| Skewness | 0.00108087599 |
| Sum | 3.725721536 × 1013 |
| Variance | 6.213469572 × 1012 |
| Monotonicity | Strictly increasing |
| Value | Count | Frequency (%) |
| 8392702 | 1 | < 0.1% |
| 5931515 | 1 | < 0.1% |
| 5939711 | 1 | < 0.1% |
| 346626 | 1 | < 0.1% |
| 4538883 | 1 | < 0.1% |
| 354822 | 1 | < 0.1% |
| 4547079 | 1 | < 0.1% |
| 330250 | 1 | < 0.1% |
| 4522507 | 1 | < 0.1% |
| 338446 | 1 | < 0.1% |
| Other values (8631408) | 8631408 |
| Value | Count | Frequency (%) |
| 0 | 1 | |
| 1 | 1 | |
| 2 | 1 | |
| 3 | 1 | |
| 4 | 1 | |
| 5 | 1 | |
| 6 | 1 | |
| 7 | 1 | |
| 8 | 1 | |
| 9 | 1 |
| Value | Count | Frequency (%) |
| 8643310 | 1 | |
| 8643309 | 1 | |
| 8643308 | 1 | |
| 8643307 | 1 | |
| 8643306 | 1 | |
| 8643305 | 1 | |
| 8643304 | 1 | |
| 8643303 | 1 | |
| 8643302 | 1 | |
| 8643301 | 1 |
| Distinct | 2503 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18414.77584 |
| Minimum | 1001 |
|---|---|
| Maximum | 35999 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 1001 |
|---|---|
| 5-th percentile | 7012 |
| Q1 | 13038 |
| median | 19021 |
| Q3 | 24025 |
| 95-th percentile | 31015 |
| Maximum | 35999 |
| Range | 34998 |
| Interquartile range (IQR) | 10987 |
Descriptive statistics
| Standard deviation | 7784.733044 |
|---|---|
| Coefficient of variation (CV) | 0.4227438397 |
| Kurtosis | -0.843234033 |
| Mean | 18414.77584 |
| Median Absolute Deviation (MAD) | 5951 |
| Skewness | 0.04358069972 |
| Sum | 1.589456276 × 1011 |
| Variance | 60602068.56 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 9007 | 23450 | 0.3% |
| 14039 | 22261 | 0.3% |
| 2004 | 21991 | 0.3% |
| 11020 | 21281 | 0.2% |
| 15033 | 21250 | 0.2% |
| 9005 | 20952 | 0.2% |
| 21114 | 20051 | 0.2% |
| 14120 | 20039 | 0.2% |
| 20334 | 19495 | 0.2% |
| 19039 | 18645 | 0.2% |
| Other values (2493) | 8422003 |
| Value | Count | Frequency (%) |
| 1001 | 13835 | |
| 1002 | 4179 | < 0.1% |
| 1003 | 4792 | 0.1% |
| 1004 | 2992 | < 0.1% |
| 1005 | 6005 | |
| 1006 | 5219 | 0.1% |
| 1007 | 5881 | |
| 1008 | 2436 | < 0.1% |
| 1009 | 3724 | < 0.1% |
| 1010 | 3269 | < 0.1% |
| Value | Count | Frequency (%) |
| 35999 | 149 | < 0.1% |
| 34999 | 216 | < 0.1% |
| 33999 | 890 | < 0.1% |
| 32999 | 7 | < 0.1% |
| 32058 | 1680 | < 0.1% |
| 32057 | 2967 | |
| 32056 | 5359 | |
| 32055 | 3599 | |
| 32054 | 2915 | |
| 32053 | 2470 |
sexo
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.9 MiB |
| 1 | |
|---|---|
| 2 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8631418 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 4555532 | |
| 2 | 4075886 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 4555532 | |
| 2 | 4075886 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 4555532 | |
| 2 | 4075886 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8631418 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 4555532 | |
| 2 | 4075886 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8631418 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 4555532 | |
| 2 | 4075886 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8631418 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 4555532 | |
| 2 | 4075886 |
| Distinct | 129 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.7295434 |
| Minimum | 0 |
|---|---|
| Maximum | 130 |
| Zeros | 26183 |
| Zeros (%) | 0.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 17 |
| Q1 | 28 |
| median | 41 |
| Q3 | 57 |
| 95-th percentile | 80 |
| Maximum | 130 |
| Range | 130 |
| Interquartile range (IQR) | 29 |
Descriptive statistics
| Standard deviation | 19.71504586 |
|---|---|
| Coefficient of variation (CV) | 0.4508404233 |
| Kurtosis | -0.4362560355 |
| Mean | 43.7295434 |
| Median Absolute Deviation (MAD) | 14 |
| Skewness | 0.4265370832 |
| Sum | 377447968 |
| Variance | 388.6830331 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 30 | 197752 | 2.3% |
| 40 | 190294 | 2.2% |
| 25 | 177716 | 2.1% |
| 32 | 173480 | 2.0% |
| 28 | 173254 | 2.0% |
| 35 | 171750 | 2.0% |
| 42 | 170766 | 2.0% |
| 38 | 170535 | 2.0% |
| 26 | 168929 | 2.0% |
| 24 | 168820 | 2.0% |
| Other values (119) | 6868122 |
| Value | Count | Frequency (%) |
| 0 | 26183 | |
| 1 | 9846 | 0.1% |
| 2 | 6550 | 0.1% |
| 3 | 7028 | 0.1% |
| 4 | 7673 | 0.1% |
| 5 | 6149 | 0.1% |
| 6 | 10515 | |
| 7 | 15467 | |
| 8 | 19117 | |
| 9 | 20734 |
| Value | Count | Frequency (%) |
| 130 | 2 | < 0.1% |
| 128 | 3 | < 0.1% |
| 127 | 1 | < 0.1% |
| 126 | 1 | < 0.1% |
| 125 | 3 | < 0.1% |
| 123 | 1 | < 0.1% |
| 122 | 3 | < 0.1% |
| 121 | 2 | < 0.1% |
| 120 | 24 | |
| 119 | 7 | < 0.1% |
| Distinct | 11 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.324594985 |
| Minimum | 0 |
|---|---|
| Maximum | 10 |
| Zeros | 98201 |
| Zeros (%) | 1.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 8 |
| 95-th percentile | 9 |
| Maximum | 10 |
| Range | 10 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.573371767 |
|---|---|
| Coefficient of variation (CV) | 0.483299063 |
| Kurtosis | -1.023095148 |
| Mean | 5.324594985 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.06826829763 |
| Sum | 45958805 |
| Variance | 6.622242253 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 6 | 1774594 | |
| 3 | 1498299 | |
| 4 | 1413178 | |
| 8 | 1316079 | |
| 9 | 1087565 | |
| 1 | 828987 | |
| 5 | 335834 | 3.9% |
| 7 | 143180 | 1.7% |
| 10 | 133187 | 1.5% |
| 0 | 98201 | 1.1% |
| Value | Count | Frequency (%) |
| 0 | 98201 | 1.1% |
| 1 | 828987 | |
| 2 | 2314 | < 0.1% |
| 3 | 1498299 | |
| 4 | 1413178 | |
| 5 | 335834 | 3.9% |
| 6 | 1774594 | |
| 7 | 143180 | 1.7% |
| 8 | 1316079 | |
| 9 | 1087565 |
| Value | Count | Frequency (%) |
| 10 | 133187 | 1.5% |
| 9 | 1087565 | |
| 8 | 1316079 | |
| 7 | 143180 | 1.7% |
| 6 | 1774594 | |
| 5 | 335834 | 3.9% |
| 4 | 1413178 | |
| 3 | 1498299 | |
| 2 | 2314 | < 0.1% |
| 1 | 828987 |
ocupacion
Real number (ℝ≥0)
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.24943781 |
| Minimum | 1 |
|---|---|
| Maximum | 99 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 6 |
| median | 9 |
| Q3 | 99 |
| 95-th percentile | 99 |
| Maximum | 99 |
| Range | 98 |
| Interquartile range (IQR) | 93 |
Descriptive statistics
| Standard deviation | 45.74028489 |
|---|---|
| Coefficient of variation (CV) | 1.057592589 |
| Kurtosis | -1.837114704 |
| Mean | 43.24943781 |
| Median Absolute Deviation (MAD) | 6 |
| Skewness | 0.3950931923 |
| Sum | 373303976 |
| Variance | 2092.173662 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 99 | 3469221 | |
| 6 | 1028036 | 11.9% |
| 9 | 949565 | 11.0% |
| 7 | 764290 | 8.9% |
| 2 | 703328 | 8.1% |
| 4 | 610738 | 7.1% |
| 8 | 408702 | 4.7% |
| 5 | 385189 | 4.5% |
| 3 | 214624 | 2.5% |
| 1 | 97725 | 1.1% |
| Value | Count | Frequency (%) |
| 1 | 97725 | 1.1% |
| 2 | 703328 | 8.1% |
| 3 | 214624 | 2.5% |
| 4 | 610738 | 7.1% |
| 5 | 385189 | 4.5% |
| 6 | 1028036 | 11.9% |
| 7 | 764290 | 8.9% |
| 8 | 408702 | 4.7% |
| 9 | 949565 | 11.0% |
| 99 | 3469221 |
| Value | Count | Frequency (%) |
| 99 | 3469221 | |
| 9 | 949565 | 11.0% |
| 8 | 408702 | 4.7% |
| 7 | 764290 | 8.9% |
| 6 | 1028036 | 11.9% |
| 5 | 385189 | 4.5% |
| 4 | 610738 | 7.1% |
| 3 | 214624 | 2.5% |
| 2 | 703328 | 8.1% |
| 1 | 97725 | 1.1% |
| Distinct | 10 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.889877538 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 140746 |
| Zeros (%) | 1.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 5 |
| Q3 | 7 |
| 95-th percentile | 8 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 2.69430449 |
|---|---|
| Coefficient of variation (CV) | 0.550996312 |
| Kurtosis | -1.370688861 |
| Mean | 4.889877538 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -0.3611461379 |
| Sum | 42206577 |
| Variance | 7.259276683 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 1833363 | |
| 7 | 1804277 | |
| 1 | 1758342 | |
| 5 | 1370663 | |
| 2 | 546851 | 6.3% |
| 4 | 536939 | 6.2% |
| 6 | 322038 | 3.7% |
| 3 | 289900 | 3.4% |
| 0 | 140746 | 1.6% |
| 9 | 28299 | 0.3% |
| Value | Count | Frequency (%) |
| 0 | 140746 | 1.6% |
| 1 | 1758342 | |
| 2 | 546851 | 6.3% |
| 3 | 289900 | 3.4% |
| 4 | 536939 | 6.2% |
| 5 | 1370663 | |
| 6 | 322038 | 3.7% |
| 7 | 1804277 | |
| 8 | 1833363 | |
| 9 | 28299 | 0.3% |
| Value | Count | Frequency (%) |
| 9 | 28299 | 0.3% |
| 8 | 1833363 | |
| 7 | 1804277 | |
| 6 | 322038 | 3.7% |
| 5 | 1370663 | |
| 4 | 536939 | 6.2% |
| 3 | 289900 | 3.4% |
| 2 | 546851 | 6.3% |
| 1 | 1758342 | |
| 0 | 140746 | 1.6% |
| Distinct | 4072 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.62117963 |
| Minimum | 1 |
|---|---|
| Maximum | 18236 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 4 |
| Q3 | 10 |
| 95-th percentile | 52 |
| Maximum | 18236 |
| Range | 18235 |
| Interquartile range (IQR) | 8 |
Descriptive statistics
| Standard deviation | 97.87782351 |
|---|---|
| Coefficient of variation (CV) | 6.69424944 |
| Kurtosis | 5572.111568 |
| Mean | 14.62117963 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 59.11565334 |
| Sum | 126201513 |
| Variance | 9580.068336 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1 | 2098982 | |
| 3 | 944466 | |
| 2 | 912449 | |
| 4 | 821443 | 9.5% |
| 5 | 535009 | 6.2% |
| 6 | 400399 | 4.6% |
| 7 | 297179 | 3.4% |
| 8 | 256116 | 3.0% |
| 9 | 178505 | 2.1% |
| 10 | 154327 | 1.8% |
| Other values (4062) | 2032543 |
| Value | Count | Frequency (%) |
| 1 | 2098982 | |
| 2 | 912449 | |
| 3 | 944466 | |
| 4 | 821443 | 9.5% |
| 5 | 535009 | 6.2% |
| 6 | 400399 | 4.6% |
| 7 | 297179 | 3.4% |
| 8 | 256116 | 3.0% |
| 9 | 178505 | 2.1% |
| 10 | 154327 | 1.8% |
| Value | Count | Frequency (%) |
| 18236 | 1 | |
| 17350 | 1 | |
| 16716 | 1 | |
| 16565 | 1 | |
| 16236 | 1 | |
| 16144 | 1 | |
| 15944 | 1 | |
| 15835 | 1 | |
| 15824 | 1 | |
| 15614 | 1 |
| Distinct | 32 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2095 |
| Missing (%) | < 0.1% |
| Memory size | 65.9 MiB |
| Oaxaca | |
|---|---|
| Veracruz | |
| México | |
| Puebla | |
| Jalisco | |
| Other values (27) |
Length
| Max length | 19 |
|---|---|
| Median length | 7 |
| Mean length | 8.15373454 |
| Min length | 6 |
Characters and Unicode
| Total characters | 70361209 |
|---|---|
| Distinct characters | 48 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Aguascalientes |
|---|---|
| 2nd row | Aguascalientes |
| 3rd row | Aguascalientes |
| 4th row | Aguascalientes |
| 5th row | Aguascalientes |
Common Values
| Value | Count | Frequency (%) |
| Oaxaca | 1086671 | 12.6% |
| Veracruz | 812432 | 9.4% |
| México | 735460 | 8.5% |
| Puebla | 708819 | 8.2% |
| Jalisco | 488502 | 5.7% |
| Chiapas | 478354 | 5.5% |
| Michoacán | 424181 | 4.9% |
| Guerrero | 349265 | 4.0% |
| Hidalgo | 302968 | 3.5% |
| Yucatán | 296599 | 3.4% |
| Other values (22) | 2946072 |
Length
| Value | Count | Frequency (%) |
| oaxaca | 1086671 | 11.0% |
| mã©xico | 962508 | 9.7% |
| veracruz | 812432 | 8.2% |
| puebla | 708819 | 7.2% |
| jalisco | 488502 | 4.9% |
| chiapas | 478354 | 4.8% |
| michoacã¡n | 424181 | 4.3% |
| guerrero | 349265 | 3.5% |
| hidalgo | 302968 | 3.1% |
| yucatã¡n | 296599 | 3.0% |
| Other values (28) | 3988773 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 12449491 | |
| c | 5243917 | 7.5% |
| o | 4904733 | 7.0% |
| u | 4396478 | 6.2% |
| i | 4148013 | 5.9% |
| r | 3541987 | 5.0% |
| e | 3512576 | 5.0% |
| l | 2677080 | 3.8% |
| x | 2251700 | 3.2% |
| Ã | 2198873 | 3.1% |
| Other values (38) | 25036361 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 55021690 | |
| Uppercase Letter | 11870897 | 16.9% |
| Space Separator | 1269749 | 1.8% |
| Other Symbol | 1051939 | 1.5% |
| Other Punctuation | 720780 | 1.0% |
| Other Number | 216163 | 0.3% |
| Format | 209991 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 12449491 | |
| c | 5243917 | |
| o | 4904733 | 8.9% |
| u | 4396478 | 8.0% |
| i | 4148013 | 7.5% |
| r | 3541987 | 6.4% |
| e | 3512576 | 6.4% |
| l | 2677080 | 4.9% |
| x | 2251700 | 4.1% |
| s | 2092429 | 3.8% |
| Other values (13) | 9803286 |
Uppercase Letter
| Value | Count | Frequency (%) |
| Ã | 2198873 | |
| M | 1544606 | |
| C | 1235893 | |
| O | 1086671 | |
| P | 918810 | |
| V | 812432 | 6.8% |
| G | 604859 | 5.1% |
| S | 528461 | 4.5% |
| J | 488502 | 4.1% |
| T | 466290 | 3.9% |
| Other values (10) | 1985500 |
Space Separator
| Value | Count | Frequency (%) |
| 1269749 |
Other Symbol
| Value | Count | Frequency (%) |
| © | 1051939 |
Other Punctuation
| Value | Count | Frequency (%) |
| ¡ | 720780 |
Other Number
| Value | Count | Frequency (%) |
| ³ | 216163 |
Format
| Value | Count | Frequency (%) |
| | 209991 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 66892587 | |
| Common | 3468622 | 4.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 12449491 | |
| c | 5243917 | 7.8% |
| o | 4904733 | 7.3% |
| u | 4396478 | 6.6% |
| i | 4148013 | 6.2% |
| r | 3541987 | 5.3% |
| e | 3512576 | 5.3% |
| l | 2677080 | 4.0% |
| x | 2251700 | 3.4% |
| Ã | 2198873 | 3.3% |
| Other values (33) | 21567739 |
Common
| Value | Count | Frequency (%) |
| 1269749 | ||
| © | 1051939 | |
| ¡ | 720780 | |
| ³ | 216163 | 6.2% |
| | 209991 | 6.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 65963463 | |
| None | 4397746 | 6.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 12449491 | |
| c | 5243917 | 7.9% |
| o | 4904733 | 7.4% |
| u | 4396478 | 6.7% |
| i | 4148013 | 6.3% |
| r | 3541987 | 5.4% |
| e | 3512576 | 5.3% |
| l | 2677080 | 4.1% |
| x | 2251700 | 3.4% |
| s | 2092429 | 3.2% |
| Other values (33) | 20745059 |
None
| Value | Count | Frequency (%) |
| Ã | 2198873 | |
| © | 1051939 | |
| ¡ | 720780 | 16.4% |
| ³ | 216163 | 4.9% |
| | 209991 | 4.8% |
| Distinct | 2327 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2095 |
| Missing (%) | < 0.1% |
| Memory size | 65.9 MiB |
| Benito Juárez | 37075 |
|---|---|
| Juárez | 36996 |
| Venustiano Carranza | 26492 |
| Cuauhtémoc | 25606 |
| Emiliano Zapata | 24805 |
| Other values (2322) |
Length
| Max length | 77 |
|---|---|
| Median length | 11 |
| Mean length | 12.9218437 |
| Min length | 4 |
Characters and Unicode
| Total characters | 111506763 |
|---|---|
| Distinct characters | 64 |
| Distinct categories | 10 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 4 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Aguascalientes |
|---|---|
| 2nd row | Aguascalientes |
| 3rd row | Aguascalientes |
| 4th row | Aguascalientes |
| 5th row | Aguascalientes |
Common Values
| Value | Count | Frequency (%) |
| Benito Juárez | 37075 | 0.4% |
| Juárez | 36996 | 0.4% |
| Venustiano Carranza | 26492 | 0.3% |
| Cuauhtémoc | 25606 | 0.3% |
| Emiliano Zapata | 24805 | 0.3% |
| Guadalupe | 23519 | 0.3% |
| Iztapalapa | 23450 | 0.3% |
| Guadalajara | 22261 | 0.3% |
| Tijuana | 21991 | 0.3% |
| La Paz | 21947 | 0.3% |
| Other values (2317) | 8365181 |
Length
| Value | Count | Frequency (%) |
| de | 1216123 | 7.8% |
| san | 903751 | 5.8% |
| santa | 259536 | 1.7% |
| del | 216482 | 1.4% |
| la | 197581 | 1.3% |
| juã¡rez | 167911 | 1.1% |
| el | 151647 | 1.0% |
| villa | 151018 | 1.0% |
| juan | 145226 | 0.9% |
| santiago | 137677 | 0.9% |
| Other values (2183) | 12140863 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 15641854 | 14.0% |
| e | 7853367 | 7.0% |
| o | 7456629 | 6.7% |
| 7058492 | 6.3% | |
| l | 7043022 | 6.3% |
| n | 6704546 | 6.0% |
| t | 5006962 | 4.5% |
| i | 4967471 | 4.5% |
| c | 4507510 | 4.0% |
| u | 4388645 | 3.9% |
| Other values (54) | 40878265 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 84131037 | |
| Uppercase Letter | 17087248 | 15.3% |
| Space Separator | 7058492 | 6.3% |
| Other Punctuation | 1649376 | 1.5% |
| Format | 586371 | 0.5% |
| Other Symbol | 438784 | 0.4% |
| Other Number | 382131 | 0.3% |
| Other Letter | 87114 | 0.1% |
| Math Symbol | 84348 | 0.1% |
| Initial Punctuation | 1862 | < 0.1% |
Most frequent character per category
Uppercase Letter
| Value | Count | Frequency (%) |
| Ã | 3156277 | |
| S | 1779544 | |
| C | 1699084 | |
| T | 1619026 | 9.5% |
| A | 1217195 | 7.1% |
| M | 1175216 | 6.9% |
| P | 715089 | 4.2% |
| J | 688937 | 4.0% |
| G | 486144 | 2.8% |
| L | 474991 | 2.8% |
| Other values (16) | 4075745 |
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 15641854 | |
| e | 7853367 | |
| o | 7456629 | |
| l | 7043022 | |
| n | 6704546 | |
| t | 5006962 | 6.0% |
| i | 4967471 | 5.9% |
| c | 4507510 | 5.4% |
| u | 4388645 | 5.2% |
| r | 4067049 | 4.8% |
| Other values (15) | 16493982 |
Other Punctuation
| Value | Count | Frequency (%) |
| ¡ | 1575667 | |
| . | 70992 | 4.3% |
| , | 2717 | 0.2% |
Other Number
| Value | Count | Frequency (%) |
| ³ | 376075 | |
| ¼ | 6056 | 1.6% |
Other Symbol
| Value | Count | Frequency (%) |
| © | 370912 | |
| � | 67872 | 15.5% |
Initial Punctuation
| Value | Count | Frequency (%) |
| ‘ | 1568 | |
| “ | 294 | 15.8% |
Space Separator
| Value | Count | Frequency (%) |
| 7058492 |
Format
| Value | Count | Frequency (%) |
| | 586371 |
Other Letter
| Value | Count | Frequency (%) |
| º | 87114 |
Math Symbol
| Value | Count | Frequency (%) |
| ± | 84348 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 101305399 | |
| Common | 10201364 | 9.1% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 15641854 | |
| e | 7853367 | 7.8% |
| o | 7456629 | 7.4% |
| l | 7043022 | 7.0% |
| n | 6704546 | 6.6% |
| t | 5006962 | 4.9% |
| i | 4967471 | 4.9% |
| c | 4507510 | 4.4% |
| u | 4388645 | 4.3% |
| r | 4067049 | 4.0% |
| Other values (42) | 33668344 |
Common
| Value | Count | Frequency (%) |
| 7058492 | ||
| ¡ | 1575667 | 15.4% |
| | 586371 | 5.7% |
| ³ | 376075 | 3.7% |
| © | 370912 | 3.6% |
| ± | 84348 | 0.8% |
| . | 70992 | 0.7% |
| � | 67872 | 0.7% |
| ¼ | 6056 | 0.1% |
| , | 2717 | < 0.1% |
| Other values (2) | 1862 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 105194209 | |
| None | 6242820 | 5.6% |
| Specials | 67872 | 0.1% |
| Punctuation | 1862 | < 0.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 15641854 | |
| e | 7853367 | 7.5% |
| o | 7456629 | 7.1% |
| 7058492 | 6.7% | |
| l | 7043022 | 6.7% |
| n | 6704546 | 6.4% |
| t | 5006962 | 4.8% |
| i | 4967471 | 4.7% |
| c | 4507510 | 4.3% |
| u | 4388645 | 4.2% |
| Other values (43) | 34565711 |
None
| Value | Count | Frequency (%) |
| Ã | 3156277 | |
| ¡ | 1575667 | |
| | 586371 | 9.4% |
| ³ | 376075 | 6.0% |
| © | 370912 | 5.9% |
| º | 87114 | 1.4% |
| ± | 84348 | 1.4% |
| ¼ | 6056 | 0.1% |
Specials
| Value | Count | Frequency (%) |
| � | 67872 |
Punctuation
| Value | Count | Frequency (%) |
| ‘ | 1568 | |
| “ | 294 | 15.8% |
| Distinct | 2402 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2095 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 146043.2487 |
| Minimum | 81 |
|---|---|
| Maximum | 1922523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 81 |
|---|---|
| 5-th percentile | 2974 |
| Q1 | 11966 |
| median | 30097 |
| Q3 | 102149 |
| 95-th percentile | 779566 |
| Maximum | 1922523 |
| Range | 1922442 |
| Interquartile range (IQR) | 90183 |
Descriptive statistics
| Standard deviation | 300405.6876 |
|---|---|
| Coefficient of variation (CV) | 2.05696388 |
| Kurtosis | 12.64746764 |
| Mean | 146043.2487 |
| Median Absolute Deviation (MAD) | 23909 |
| Skewness | 3.390090095 |
| Sum | 1.260254365 × 1012 |
| Variance | 9.024357714 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1835486 | 23450 | 0.3% |
| 1385629 | 22261 | 0.3% |
| 1922523 | 21991 | 0.3% |
| 1721215 | 21281 | 0.2% |
| 1645352 | 21250 | 0.2% |
| 1173351 | 20952 | 0.2% |
| 1692181 | 20051 | 0.2% |
| 1476491 | 20039 | 0.2% |
| 50541 | 19495 | 0.2% |
| 1142994 | 18645 | 0.2% |
| Other values (2392) | 8419908 |
| Value | Count | Frequency (%) |
| 81 | 84 | < 0.1% |
| 113 | 112 | < 0.1% |
| 130 | 122 | < 0.1% |
| 174 | 169 | < 0.1% |
| 229 | 214 | |
| 241 | 216 | |
| 245 | 223 | |
| 249 | 211 | |
| 250 | 445 | |
| 296 | 265 |
| Value | Count | Frequency (%) |
| 1922523 | 21991 | |
| 1835486 | 23450 | |
| 1721215 | 21281 | |
| 1692181 | 20051 | |
| 1645352 | 21250 | |
| 1512450 | 16369 | |
| 1476491 | 20039 | |
| 1385629 | 22261 | |
| 1173351 | 20952 | |
| 1142994 | 18645 |
| Distinct | 2316 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2095 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 71187.65212 |
| Minimum | 41 |
|---|---|
| Maximum | 968740 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 41 |
|---|---|
| 5-th percentile | 1455 |
| Q1 | 5829 |
| median | 14673 |
| Q3 | 48818 |
| 95-th percentile | 371794 |
| Maximum | 968740 |
| Range | 968699 |
| Interquartile range (IQR) | 42989 |
Descriptive statistics
| Standard deviation | 146787.7108 |
|---|---|
| Coefficient of variation (CV) | 2.061982751 |
| Kurtosis | 12.88411232 |
| Mean | 71187.65212 |
| Median Absolute Deviation (MAD) | 11675 |
| Skewness | 3.413724763 |
| Sum | 6.143012438 × 1011 |
| Variance | 2.154663203 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 887651 | 23450 | 0.3% |
| 666997 | 22261 | 0.3% |
| 968740 | 21991 | 0.3% |
| 846673 | 21281 | 0.2% |
| 798549 | 21250 | 0.2% |
| 563874 | 20952 | 0.2% |
| 809485 | 20051 | 0.2% |
| 720592 | 20039 | 0.2% |
| 24533 | 19495 | 0.2% |
| 564805 | 18645 | 0.2% |
| Other values (2306) | 8419908 |
| Value | Count | Frequency (%) |
| 41 | 84 | < 0.1% |
| 52 | 234 | |
| 84 | 169 | |
| 109 | 216 | |
| 111 | 214 | |
| 112 | 217 | |
| 117 | 228 | |
| 122 | 223 | |
| 126 | 211 | |
| 133 | 265 |
| Value | Count | Frequency (%) |
| 968740 | 21991 | |
| 887651 | 23450 | |
| 846673 | 21281 | |
| 809485 | 20051 | |
| 798549 | 21250 | |
| 756977 | 16369 | |
| 720592 | 20039 | |
| 666997 | 22261 | |
| 564805 | 18645 | |
| 563874 | 20952 |
| Distinct | 2338 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2095 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 74855.59662 |
| Minimum | 40 |
|---|---|
| Maximum | 953783 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 40 |
|---|---|
| 5-th percentile | 1532 |
| Q1 | 6119 |
| median | 15461 |
| Q3 | 52644 |
| 95-th percentile | 407772 |
| Maximum | 953783 |
| Range | 953743 |
| Interquartile range (IQR) | 46525 |
Descriptive statistics
| Standard deviation | 153677.1188 |
|---|---|
| Coefficient of variation (CV) | 2.052981017 |
| Kurtosis | 12.47229425 |
| Mean | 74855.59662 |
| Median Absolute Deviation (MAD) | 12287 |
| Skewness | 3.371661352 |
| Sum | 6.459531216 × 1011 |
| Variance | 2.361665685 × 1010 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 26008 | 25264 | 0.3% |
| 947835 | 23450 | 0.3% |
| 718632 | 22261 | 0.3% |
| 953783 | 21991 | 0.3% |
| 874542 | 21281 | 0.2% |
| 846803 | 21250 | 0.2% |
| 609477 | 20952 | 0.2% |
| 882696 | 20051 | 0.2% |
| 755899 | 20039 | 0.2% |
| 578189 | 18645 | 0.2% |
| Other values (2328) | 8414139 |
| Value | Count | Frequency (%) |
| 40 | 84 | < 0.1% |
| 61 | 112 | < 0.1% |
| 78 | 122 | < 0.1% |
| 90 | 169 | < 0.1% |
| 118 | 214 | |
| 123 | 434 | |
| 132 | 216 | |
| 133 | 228 | |
| 138 | 217 | |
| 151 | 262 |
| Value | Count | Frequency (%) |
| 953783 | 21991 | |
| 947835 | 23450 | |
| 882696 | 20051 | |
| 874542 | 21281 | |
| 846803 | 21250 | |
| 755899 | 20039 | |
| 755473 | 16369 | |
| 718632 | 22261 | |
| 609477 | 20952 | |
| 578189 | 18645 |
| Distinct | 999 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2095 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3030.690609 |
| Minimum | 0 |
|---|---|
| Maximum | 75476 |
| Zeros | 46216 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 100 |
| median | 408 |
| Q3 | 2140 |
| 95-th percentile | 16457 |
| Maximum | 75476 |
| Range | 75476 |
| Interquartile range (IQR) | 2040 |
Descriptive statistics
| Standard deviation | 7036.067109 |
|---|---|
| Coefficient of variation (CV) | 2.32160521 |
| Kurtosis | 26.6464384 |
| Mean | 3030.690609 |
| Median Absolute Deviation (MAD) | 374 |
| Skewness | 4.372176057 |
| Sum | 2.615280818 × 1010 |
| Variance | 49506240.36 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 46216 | 0.5% |
| 2 | 41544 | 0.5% |
| 14 | 40131 | 0.5% |
| 10 | 39542 | 0.5% |
| 1 | 38721 | 0.4% |
| 25 | 38696 | 0.4% |
| 34 | 37590 | 0.4% |
| 88 | 37079 | 0.4% |
| 6 | 36899 | 0.4% |
| 9 | 36270 | 0.4% |
| Other values (989) | 8236635 |
| Value | Count | Frequency (%) |
| 0 | 46216 | |
| 1 | 38721 | |
| 2 | 41544 | |
| 3 | 31612 | |
| 4 | 29025 | |
| 5 | 31367 | |
| 6 | 36899 | |
| 7 | 29630 | |
| 8 | 31182 | |
| 9 | 36270 |
| Value | Count | Frequency (%) |
| 75476 | 13908 | |
| 47366 | 21281 | |
| 39074 | 20051 | |
| 35837 | 21991 | |
| 33313 | 23450 | |
| 31793 | 21250 | |
| 29450 | 16369 | |
| 29317 | 20039 | |
| 28303 | 22261 | |
| 28251 | 15357 |
| Distinct | 1406 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2095 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4932.190126 |
| Minimum | 0 |
|---|---|
| Maximum | 158867 |
| Zeros | 40349 |
| Zeros (%) | 0.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 98 |
| median | 906 |
| Q3 | 4936 |
| 95-th percentile | 22528 |
| Maximum | 158867 |
| Range | 158867 |
| Interquartile range (IQR) | 4838 |
Descriptive statistics
| Standard deviation | 10627.88893 |
|---|---|
| Coefficient of variation (CV) | 2.154801144 |
| Kurtosis | 47.12021599 |
| Mean | 4932.190126 |
| Median Absolute Deviation (MAD) | 890 |
| Skewness | 5.435034467 |
| Sum | 4.25614617 × 1010 |
| Variance | 112952023 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3 | 64141 | 0.7% |
| 10 | 61737 | 0.7% |
| 4 | 55709 | 0.6% |
| 5 | 52474 | 0.6% |
| 2 | 49766 | 0.6% |
| 19 | 49317 | 0.6% |
| 6 | 48295 | 0.6% |
| 15 | 48128 | 0.6% |
| 13 | 47657 | 0.6% |
| 18 | 46844 | 0.5% |
| Other values (1396) | 8105255 |
| Value | Count | Frequency (%) |
| 0 | 40349 | |
| 1 | 39871 | |
| 2 | 49766 | |
| 3 | 64141 | |
| 4 | 55709 | |
| 5 | 52474 | |
| 6 | 48295 | |
| 7 | 38584 | |
| 8 | 32145 | |
| 9 | 32789 |
| Value | Count | Frequency (%) |
| 158867 | 5444 | 0.1% |
| 118998 | 3654 | < 0.1% |
| 92158 | 12765 | |
| 71040 | 15357 | |
| 66819 | 5322 | 0.1% |
| 64555 | 6371 | |
| 63800 | 6854 | |
| 63392 | 3367 | < 0.1% |
| 61216 | 5258 | 0.1% |
| 60080 | 10920 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.9 MiB |
| 0 | |
|---|---|
| 1 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8631418 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 6187125 | |
| 1 | 2444293 | 28.3% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 6187125 | |
| 1 | 2444293 | 28.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 6187125 | |
| 1 | 2444293 | 28.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8631418 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 6187125 | |
| 1 | 2444293 | 28.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8631418 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 6187125 | |
| 1 | 2444293 | 28.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8631418 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 6187125 | |
| 1 | 2444293 | 28.3% |
| Distinct | 2469 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2095 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -99.06487697 |
| Minimum | -117.054459 |
|---|---|
| Maximum | -86.746092 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 8629323 |
| Negative (%) | > 99.9% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | -117.054459 |
|---|---|
| 5-th percentile | -106.866044 |
| Q1 | -101.094629 |
| median | -98.884247 |
| Q3 | -96.999346 |
| 95-th percentile | -91.981568 |
| Maximum | -86.746092 |
| Range | 30.308367 |
| Interquartile range (IQR) | 4.095283 |
Descriptive statistics
| Standard deviation | 4.457194389 |
|---|---|
| Coefficient of variation (CV) | -0.04499268081 |
| Kurtosis | 2.002600813 |
| Mean | -99.06487697 |
| Median Absolute Deviation (MAD) | 1.981661 |
| Skewness | -0.4674499972 |
| Sum | -854862821.3 |
| Variance | 19.86658182 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -99.092623 | 23450 | 0.3% |
| -103.342222 | 22261 | 0.3% |
| -117.018913 | 21991 | 0.3% |
| -101.6832 | 21281 | 0.2% |
| -99.049159 | 21250 | 0.2% |
| -99.113471 | 20952 | 0.2% |
| -98.197495 | 20051 | 0.2% |
| -103.388988 | 20039 | 0.2% |
| -97.608541 | 19495 | 0.2% |
| -100.310892 | 18645 | 0.2% |
| Other values (2459) | 8419908 |
| Value | Count | Frequency (%) |
| -117.054459 | 5361 | 0.1% |
| -117.018913 | 21991 | |
| -116.62655 | 5330 | 0.1% |
| -116.595134 | 13444 | |
| -115.939061 | 1901 | < 0.1% |
| -115.475579 | 16932 | |
| -114.779624 | 5937 | 0.1% |
| -113.540131 | 3248 | < 0.1% |
| -112.857277 | 2407 | < 0.1% |
| -112.268275 | 3974 | < 0.1% |
| Value | Count | Frequency (%) |
| -86.746092 | 2950 | < 0.1% |
| -86.824811 | 10920 | |
| -86.876177 | 2940 | < 0.1% |
| -86.957588 | 4524 | |
| -87.0755 | 5297 | |
| -87.463205 | 3144 | < 0.1% |
| -87.487223 | 3249 | < 0.1% |
| -87.937328 | 3710 | < 0.1% |
| -88.046587 | 5068 | |
| -88.152266 | 5525 |
| Distinct | 2466 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2095 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.24635231 |
| Minimum | 14.679452 |
|---|---|
| Maximum | 32.641176 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 65.9 MiB |
Quantile statistics
| Minimum | 14.679452 |
|---|---|
| 5-th percentile | 16.459666 |
| Q1 | 18.320517 |
| median | 19.552722 |
| Q3 | 21.000822 |
| 95-th percentile | 27.276382 |
| Maximum | 32.641176 |
| Range | 17.961724 |
| Interquartile range (IQR) | 2.680305 |
Descriptive statistics
| Standard deviation | 3.228445128 |
|---|---|
| Coefficient of variation (CV) | 0.1594581127 |
| Kurtosis | 2.41502912 |
| Mean | 20.24635231 |
| Median Absolute Deviation (MAD) | 1.351291 |
| Skewness | 1.490742023 |
| Sum | 174712313.6 |
| Variance | 10.42285795 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 19.359004 | 23450 | 0.3% |
| 20.676389 | 22261 | 0.3% |
| 32.532461 | 21991 | 0.3% |
| 21.121972 | 21281 | 0.2% |
| 19.599069 | 21250 | 0.2% |
| 19.482945 | 20952 | 0.2% |
| 19.04399 | 20051 | 0.2% |
| 20.720962 | 20039 | 0.2% |
| 16.129895 | 19495 | 0.2% |
| 25.664697 | 18645 | 0.2% |
| Other values (2456) | 8419908 |
| Value | Count | Frequency (%) |
| 14.679452 | 4066 | < 0.1% |
| 14.777838 | 2830 | < 0.1% |
| 14.837314 | 2183 | < 0.1% |
| 14.863025 | 3687 | < 0.1% |
| 14.911071 | 11074 | |
| 14.94019 | 4282 | < 0.1% |
| 14.989789 | 4584 | |
| 15.01852 | 3640 | < 0.1% |
| 15.060707 | 2887 | < 0.1% |
| 15.138289 | 4532 |
| Value | Count | Frequency (%) |
| 32.641176 | 16932 | |
| 32.572679 | 5330 | 0.1% |
| 32.532461 | 21991 | |
| 32.479831 | 5937 | 0.1% |
| 32.363684 | 5361 | 0.1% |
| 31.866396 | 2407 | < 0.1% |
| 31.808944 | 13444 | |
| 31.746465 | 16369 | |
| 31.390107 | 1504 | < 0.1% |
| 31.372068 | 1692 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.9 MiB |
| 0 | |
|---|---|
| 1 | 69798 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8631418 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 8561620 | |
| 1 | 69798 | 0.8% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 8561620 | |
| 1 | 69798 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 8561620 | |
| 1 | 69798 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8631418 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 8561620 | |
| 1 | 69798 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8631418 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 8561620 | |
| 1 | 69798 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8631418 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 8561620 | |
| 1 | 69798 | 0.8% |
| Distinct | 308 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 1229 |
| Missing (%) | < 0.1% |
| Memory size | 65.9 MiB |
| Vive | |
|---|---|
| Diabetes mellitus | 106212 |
| Infarto agudo del miocardio | 92552 |
| Agresiones (homicidios) | 28586 |
| Otras enfermedades del hÃgado | 24294 |
| Other values (303) | 438619 |
Length
| Max length | 149 |
|---|---|
| Median length | 4 |
| Mean length | 6.397432432 |
| Min length | 4 |
Characters and Unicode
| Total characters | 55211051 |
|---|---|
| Distinct characters | 57 |
| Distinct categories | 11 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
Unique
| Unique | 12 ? |
|---|---|
| Unique (%) | < 0.1% |
Sample
| 1st row | Vive |
|---|---|
| 2nd row | Vive |
| 3rd row | Vive |
| 4th row | Vive |
| 5th row | Vive |
Common Values
| Value | Count | Frequency (%) |
| Vive | 7939926 | |
| Diabetes mellitus | 106212 | 1.2% |
| Infarto agudo del miocardio | 92552 | 1.1% |
| Agresiones (homicidios) | 28586 | 0.3% |
| Otras enfermedades del hÃgado | 24294 | 0.3% |
| Enfermedades pulmonares obstructivas crónicas | 22882 | 0.3% |
| NeumonÃa | 21039 | 0.2% |
| Accidentes de tráfico de vehÃculos de motor | 14953 | 0.2% |
| Enfermedad alcohólica del hÃgado | 14026 | 0.2% |
| Insuficiencia renal | 13097 | 0.2% |
| Other values (298) | 352622 | 4.1% |
Length
| Value | Count | Frequency (%) |
| vive | 7939926 | |
| del | 256876 | 2.3% |
| de | 164476 | 1.5% |
| enfermedades | 133058 | 1.2% |
| y | 122449 | 1.1% |
| mellitus | 106221 | 1.0% |
| diabetes | 106221 | 1.0% |
| agudo | 100985 | 0.9% |
| infarto | 96518 | 0.9% |
| miocardio | 92552 | 0.8% |
| Other values (590) | 1849527 | 16.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 10357543 | |
| i | 9582192 | |
| v | 8062571 | |
| V | 7940122 | |
| 2345634 | 4.2% | |
| a | 1992038 | 3.6% |
| o | 1665905 | 3.0% |
| s | 1630582 | 3.0% |
| r | 1365397 | 2.5% |
| d | 1347096 | 2.4% |
| Other values (47) | 8921971 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 43204591 | |
| Uppercase Letter | 9107819 | 16.5% |
| Space Separator | 2345634 | 4.2% |
| Other Punctuation | 167461 | 0.3% |
| Format | 154523 | 0.3% |
| Other Number | 124766 | 0.2% |
| Other Symbol | 40464 | 0.1% |
| Close Punctuation | 28586 | 0.1% |
| Open Punctuation | 28586 | 0.1% |
| Other Letter | 8615 | < 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 10357543 | |
| i | 9582192 | |
| v | 8062571 | |
| a | 1992038 | 4.6% |
| o | 1665905 | 3.9% |
| s | 1630582 | 3.8% |
| r | 1365397 | 3.2% |
| d | 1347096 | 3.1% |
| n | 1145658 | 2.7% |
| t | 1048151 | 2.4% |
| Other values (16) | 5007458 |
Uppercase Letter
| Value | Count | Frequency (%) |
| V | 7940122 | |
| Ã | 470824 | 5.2% |
| I | 121540 | 1.3% |
| D | 116820 | 1.3% |
| L | 79725 | 0.9% |
| O | 79697 | 0.9% |
| T | 77182 | 0.8% |
| E | 72213 | 0.8% |
| A | 59308 | 0.7% |
| H | 23270 | 0.3% |
| Other values (11) | 67118 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| ¡ | 142450 | |
| , | 25011 | 14.9% |
Space Separator
| Value | Count | Frequency (%) |
| 2345634 |
Format
| Value | Count | Frequency (%) |
| | 154523 |
Other Number
| Value | Count | Frequency (%) |
| ³ | 124766 |
Other Symbol
| Value | Count | Frequency (%) |
| © | 40464 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 28586 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 28586 |
Other Letter
| Value | Count | Frequency (%) |
| º | 8615 |
Math Symbol
| Value | Count | Frequency (%) |
| ± | 6 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 52321025 | |
| Common | 2890026 | 5.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 10357543 | |
| i | 9582192 | |
| v | 8062571 | |
| V | 7940122 | |
| a | 1992038 | 3.8% |
| o | 1665905 | 3.2% |
| s | 1630582 | 3.1% |
| r | 1365397 | 2.6% |
| d | 1347096 | 2.6% |
| n | 1145658 | 2.2% |
| Other values (38) | 7231921 |
Common
| Value | Count | Frequency (%) |
| 2345634 | ||
| | 154523 | 5.3% |
| ¡ | 142450 | 4.9% |
| ³ | 124766 | 4.3% |
| © | 40464 | 1.4% |
| ) | 28586 | 1.0% |
| ( | 28586 | 1.0% |
| , | 25011 | 0.9% |
| ± | 6 | < 0.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 54269403 | |
| None | 941648 | 1.7% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 10357543 | |
| i | 9582192 | |
| v | 8062571 | |
| V | 7940122 | |
| 2345634 | 4.3% | |
| a | 1992038 | 3.7% |
| o | 1665905 | 3.1% |
| s | 1630582 | 3.0% |
| r | 1365397 | 2.5% |
| d | 1347096 | 2.5% |
| Other values (40) | 7980323 |
None
| Value | Count | Frequency (%) |
| Ã | 470824 | |
| | 154523 | 16.4% |
| ¡ | 142450 | 15.1% |
| ³ | 124766 | 13.2% |
| © | 40464 | 4.3% |
| º | 8615 | 0.9% |
| ± | 6 | < 0.1% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 65.9 MiB |
| 0 | |
|---|---|
| 1 | 691492 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 8631418 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 7939926 | |
| 1 | 691492 | 8.0% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 7939926 | |
| 1 | 691492 | 8.0% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 7939926 | |
| 1 | 691492 | 8.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 8631418 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 7939926 | |
| 1 | 691492 | 8.0% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 8631418 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 7939926 | |
| 1 | 691492 | 8.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 8631418 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 7939926 | |
| 1 | 691492 | 8.0% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| df_index | region | sexo | edad | escolaridad | ocupacion | edo_civil | factor | state_name | municipio | pop | pop_male | pop_female | afromexican | indigenous_language | metro_area | long | lat | esco_avail | causa_nombre | death | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0 | 1001 | 1 | 0 | 0.0 | 99 | 0.0 | 7907 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 1 | Vive | 0 |
| 1 | 1 | 1001 | 1 | 1 | 0.0 | 99 | 0.0 | 6282 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 1 | Vive | 0 |
| 2 | 2 | 1001 | 1 | 2 | 0.0 | 99 | 0.0 | 8126 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 1 | Vive | 0 |
| 3 | 3 | 1001 | 1 | 3 | 1.0 | 99 | 0.0 | 7042 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 0 | Vive | 0 |
| 4 | 4 | 1001 | 1 | 4 | 1.0 | 99 | 0.0 | 8532 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 0 | Vive | 0 |
| 5 | 5 | 1001 | 1 | 5 | 1.0 | 99 | 0.0 | 8865 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 0 | Vive | 0 |
| 6 | 6 | 1001 | 1 | 6 | 1.0 | 99 | 0.0 | 8008 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 0 | Vive | 0 |
| 7 | 7 | 1001 | 1 | 6 | 3.0 | 99 | 0.0 | 496 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 0 | Vive | 0 |
| 8 | 8 | 1001 | 1 | 7 | 1.0 | 99 | 0.0 | 2431 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 0 | Vive | 0 |
| 9 | 9 | 1001 | 1 | 7 | 3.0 | 99 | 0.0 | 5421 | Aguascalientes | Aguascalientes | 948990.0 | 462073.0 | 486917.0 | 15170.0 | 1839.0 | 1 | -102.296047 | 21.879823 | 0 | Vive | 0 |
Last rows
| df_index | region | sexo | edad | escolaridad | ocupacion | edo_civil | factor | state_name | municipio | pop | pop_male | pop_female | afromexican | indigenous_language | metro_area | long | lat | esco_avail | causa_nombre | death | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 8631408 | 8643301 | 32005 | 1 | 32 | 8.0 | 6 | 5.0 | 1 | Zacatecas | Calera | 45759.0 | 22579.0 | 23180.0 | 650.0 | 191.0 | 0 | -102.702263 | 22.949037 | 0 | Agresiones (homicidios) | 1 |
| 8631409 | 8643302 | 32017 | 1 | 19 | 4.0 | 99 | 1.0 | 1 | Zacatecas | Guadalupe | 211740.0 | 102455.0 | 109285.0 | 2849.0 | 524.0 | 1 | -102.518802 | 22.746782 | 0 | Agresiones (homicidios) | 1 |
| 8631410 | 8643303 | 32039 | 1 | 18 | 8.0 | 7 | 1.0 | 1 | Zacatecas | RÃo Grande | 64535.0 | 31280.0 | 33255.0 | 493.0 | 91.0 | 0 | -103.034332 | 23.827434 | 0 | Agresiones (homicidios) | 1 |
| 8631411 | 8643304 | 32020 | 1 | 33 | 4.0 | 99 | 1.0 | 1 | Zacatecas | Jerez | 59910.0 | 29165.0 | 30745.0 | 330.0 | 143.0 | 0 | -102.989924 | 22.649403 | 0 | Agresiones (homicidios) | 1 |
| 8631412 | 8643305 | 32026 | 1 | 38 | 4.0 | 99 | 4.0 | 1 | Zacatecas | Mazapil | 17774.0 | 9111.0 | 8663.0 | 356.0 | 6.0 | 0 | -101.554967 | 24.638097 | 0 | Agresiones (homicidios) | 1 |
| 8631413 | 8643306 | 32056 | 1 | 27 | 4.0 | 4 | 4.0 | 1 | Zacatecas | Zacatecas | 149607.0 | 71972.0 | 77635.0 | 1895.0 | 586.0 | 1 | -102.571836 | 22.776096 | 0 | Agresiones (homicidios) | 1 |
| 8631414 | 8643307 | 32017 | 1 | 32 | 4.0 | 99 | 5.0 | 1 | Zacatecas | Guadalupe | 211740.0 | 102455.0 | 109285.0 | 2849.0 | 524.0 | 1 | -102.518802 | 22.746782 | 0 | Agresiones (homicidios) | 1 |
| 8631415 | 8643308 | 32031 | 1 | 37 | 4.0 | 4 | 4.0 | 1 | Zacatecas | Monte Escobedo | 8683.0 | 4284.0 | 4399.0 | 58.0 | 46.0 | 0 | -103.561643 | 22.302785 | 0 | Agresiones (homicidios) | 1 |
| 8631416 | 8643309 | 32031 | 2 | 24 | 4.0 | 99 | 4.0 | 1 | Zacatecas | Monte Escobedo | 8683.0 | 4284.0 | 4399.0 | 58.0 | 46.0 | 0 | -103.561643 | 22.302785 | 0 | Agresiones (homicidios) | 1 |
| 8631417 | 8643310 | 32037 | 1 | 25 | 9.0 | 6 | 1.0 | 1 | Zacatecas | Pánuco | 17577.0 | 8780.0 | 8797.0 | 78.0 | 126.0 | 0 | -102.540884 | 22.875964 | 0 | Agresiones (homicidios) | 1 |